A two-stage feature extraction for hyperspectral image data classification

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue , 2004, Pages 1212-1215

  Chen, Guey Shya ^a   Ko, Li Wei ^a   Kuo, Bor Chen ^a   Shih, Shu Chuan ^a  

^a NATIONAL TAICHUNG UNIVERSITY OF EDUCATION   (Taiwan)

Author keywords

Feature extraction; Hyperspectral data classification

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA REDUCTION; IMAGE ANALYSIS; PROBLEM SOLVING;

DISCRIMINANT ANALYSIS FEATURE EXTRACTION (DAFE); FEATURE SELECTION; HYPERSPECTRAL DATA CLASSIFICATION; NONPARAMETRIC DISCRIMINANT ANALYSIS (NDA); NONPARAMETRIC WEIGHTED FEATURE EXTRACTION (NWPE);

FEATURE EXTRACTION;

EID: 15944371561     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. B-C. Kuo, and D. A. Landgrebe, "Nonparametric Weighted Feature Extraction for Classification," IEEE Trans. on Geoscience and Remote Sensing, vol. 42, no. 5, pp. 1096-1105, May 2004.
2. K. Fukunaga, Introduction to Statistical Pattern Recognition. San Diego: Academic Press Inc., 1990. ch9-10.
3. R. P. W. Duin, "PRTools, a Matlab Toolbox for Pattern Recognition," (Available for download from http://www.ph.tn.tudelft.nl/ prtools/), 2002.
4. B-C. Kuo, D. A. Landgrebe, L-W. Ko, and C-H. Pai "Regularized Feature Extractions for Hyperspectral Data Classification," Proceedings of International Geoscience and Remote Sensing Symposium, Toulouse. France, July 2003.